Upgrade to Pro — share decks privately, control downloads, hide ads and more …

The Human Processing Unit (HPU) as a New Approx...

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for Yuhao Zhu Yuhao Zhu
March 24, 2016
Education
0
320

The Human Processing Unit (HPU) as a New Approximate Computing Substrate

WAX 2016 co-located with ASPLOS 2016

Avatar for Yuhao Zhu

Yuhao Zhu

March 24, 2016
Tweet

More Decks by Yuhao Zhu

See All by Yuhao Zhu
Automatically Generating Robotics Accelerators
Avatar for Yuhao Zhu queeten
0
64
RTNN: Accelerating Neighbor Search Using Hardware Ray Tracing
Avatar for Yuhao Zhu queeten
0
440
Architecture Support for Robust Deep Learning: Exploiting Software 1.0 Techniques to Defend Software 2.0
Avatar for Yuhao Zhu queeten
0
340
Watt-Wise Web: Architecting a Responsive and Energy-Efficient Mobile Web
Avatar for Yuhao Zhu queeten
0
94
Tail Latency in Node.js: Energy Efficient Turbo Boosting for Long Latency Requests in Event-Driven Web Services
Avatar for Yuhao Zhu queeten
0
800
Algorithm-SoC Co-Design for Mobile Continuous Vision
Avatar for Yuhao Zhu queeten
0
480
Energy and Power Measurement on Mobile Devices
Avatar for Yuhao Zhu queeten
0
180
Defense talk: Energy-Efficient Mobile Web Computing
Avatar for Yuhao Zhu queeten
0
640
GreenWeb: Language Extensions for Energy-Efficient Mobile Web Computing
Avatar for Yuhao Zhu queeten
0
400

Other Decks in Education

See All in Education
SJRC 2526
Avatar for cbtlibrary cbtlibrary
0
200
JAPAN AI CUP Prediction Tutorial
Avatar for Shotaro Ishihara upura
2
690
Web 2.0 Patterns and Technologies - Lecture 8 - Web Technologies (1019888BNR)
Avatar for Beat Signer signer
PRO
0
3k
1111
Avatar for cbtlibrary cbtlibrary
0
270
0203
Avatar for cbtlibrary cbtlibrary
0
110
Padlet opetuksessa
Avatar for Matleena Laakso matleenalaakso
10
15k
CSS3 and Responsive Web Design - Lecture 5 - Web Technologies (1019888BNR)
Avatar for Beat Signer signer
PRO
1
3.1k
2025年度伊藤正彦ゼミ紹介
Avatar for imash imash
0
170
AWS re_Invent に全力で参加したくて筋トレを頑張っている話
Avatar for amarelo_n24 amarelo_n24
2
120
RGBでも蛍光を!? / RayTracingCamp11
Avatar for kugi kugimasa
2
380
心理学を学び活用することで偉大なスクラムマスターを目指す − 大学とコミュニティを組み合わせた学びの循環 / Becoming a great Scrum Master by learning and using psychology
Avatar for Satoshi Harada psj59129
1
1.7k
ロータリー国際大会について～国際大会に参加しよう～：古賀 真由美 会員（2720 Japan O.K. ロータリーEクラブ・(有)誠邦産業 取締役）
Avatar for 2720 Japan O.K. ロータリーEクラブ 2720japanoke
1
770

Featured

See All Featured
Helping Users Find Their Own Way: Creating Modern Search Experiences
Avatar for Dan Newman danielanewman
31
3.1k
Build your cross-platform service in a week with App Engine
Avatar for Jose L jlugia
234
18k
Designing Dashboards & Data Visualisations in Web Apps
Avatar for Des Traynor destraynor
231
54k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
Avatar for Michelle Schulp Hunt marktimemedia
31
2.7k
Paper Plane (Part 1)
Avatar for Katie Cordina Lindsey katiecoart
PRO
0
4.3k
Exploring the relationship between traditional SERPs and Gen AI search
Avatar for Ray Grieselhuber raygrieselhuber
PRO
2
3.6k
Save Time (by Creating Custom Rails Generators)
Avatar for Garrett Dimon garrettdimon
PRO
32
2.1k
The Hidden Cost of Media on the Web [PixelPalooza 2025]
Avatar for Tammy Everts tammyeverts
2
190
Typedesign – Prime Four
Avatar for Hannes Fritz hannesfritz
42
2.9k
Building a Modern Day 
E-commerce SEO Strategy
Avatar for Aleyda Solis aleyda
45
8.7k
A Tale of Four Properties
Avatar for Chris Coyier chriscoyier
162
24k
Stewardship and Sustainability of Urban and Community Forests
Avatar for Eric Wiseman pwiseman
0
110

Transcript

  1. 1 WAX 2016 The Human Processing Unit (HPU) as a

    New Approximate Computing Substrate Yuhao Zhu UT Austin with Matt Lease, Matthew Halpern, and Vijay Janapa Reddi

  2. Computing Device

  3. Computing Device Problem Image Compression Edge Detection

  4. Computing Device Problem Image Compression Edge Detection Algorithm / Application

    JPEG 2000 Sobel

  5. Computing Device Problem Algorithm / Application HPU

  6. Computing Device Problem Algorithm / Application HPU What approximate problems

    can be mapped to HPUs?

  7. Computing Device Problem Algorithm / Application HPU What approximate problems

    can be mapped to HPUs? How do we program HPUs while ensuring quality?

  8. Computing Device Problem Algorithm / Application What approximate problems can

    be mapped to HPUs? How do we program HPUs while ensuring quality?